Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9854669 0.8931395 0.6399546
bt 0.8043008 0.4759350 0.2039648
maxnet 0.7785351 0.4455110 NA
gam 0.8288833 0.5297115 0.2442836
glm 0.6950069 0.3898591 0.0741317

Variable Importance

Partial Dependence